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Sustainability of Rural Small-Scale Farmers Using a Thematic Content-Fed Analytic Hierarchy Process

Author

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  • Oratilwe Penwell Mokoena

    (Department of Statistical Sciences, Sefako Makgatho Health Sciences University, Molotlegi St., Ga-Rankuwa Zone 1, Pretoria 0208, South Africa)

  • Thembelihle Sam Ntuli

    (Department of Statistical Sciences, Sefako Makgatho Health Sciences University, Molotlegi St., Ga-Rankuwa Zone 1, Pretoria 0208, South Africa)

  • Tshepo Ramarumo

    (Department of Statistical Sciences, Sefako Makgatho Health Sciences University, Molotlegi St., Ga-Rankuwa Zone 1, Pretoria 0208, South Africa)

  • Solly Matshonisa Seeletse

    (Department of Statistical Sciences, Sefako Makgatho Health Sciences University, Molotlegi St., Ga-Rankuwa Zone 1, Pretoria 0208, South Africa)

Abstract

Small-scale dairy farming plays a pivotal role in the development of rural economies and has become a key source for job creation and poverty alleviation. However, the survival rate of these enterprises is compromised due to multifaceted challenges. As a result, the newly established or emerging small scale dairy businesses are not sustainable. The objective of this paper is to therefore investigate the determinants affecting sustainability of small-scale dairy enterprises and to develop a framework for failure minimization. The study used purposive snowball sampling techniques to invite small-scale dairy farmers (SSDFs) in Bojanala Platinum District, North West Province, South Africa. The data were analyzed using thematic content analysis (TCA) for factor derivation and ranked using the analytic hierarchy process (AHP). The study revealed the high cost of agricultural inputs, medication and electricity, followed by a lack of agricultural services, and unpredictable weather patterns due to climate change, which were regarded as priority factors proliferating high failure levels and unsustainability by the local farmers. Meanwhile, loadshedding and cattle theft were regarded as low priority factors affecting farming sustainability. The high level of failure in this industry diminishes the chances of farmers to obtain funding or credit; poorer farmers end up falling back into poverty as a consequence of market circumstances beyond their control. The paper concludes that small-scale dairy farming should be revised as part of a broader livelihood strategy by all stakeholders, while continuously pursuing alternative access points to achieve prosperous rural livelihoods, local market information and access, and risk optimization. With the prospects of future climate, geopolitical and environmental crisis, considering how local small-scale dairy farmers (SSDFs) react and use information technology is vital to their sustainability and providing policy relevant knowledge. Furthermore, the SSDFs should be exposed to agricultural funders in their localities, and also access to agricultural sector training authority (AGRISETA) services should be made available for local farmers to receive training for proposal writing to apply for funds.

Suggested Citation

  • Oratilwe Penwell Mokoena & Thembelihle Sam Ntuli & Tshepo Ramarumo & Solly Matshonisa Seeletse, 2023. "Sustainability of Rural Small-Scale Farmers Using a Thematic Content-Fed Analytic Hierarchy Process," Sustainability, MDPI, vol. 15(15), pages 1-22, August.
    • Handle: RePEc:gam:jsusta:v:15:y:2023:i:15:p:11983-:d:1210262
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    as
    1. Marie Dervillé & Andrea Fink-Kessler & Aurélie Trouvé, 2023. "Institutions and territorial structuring: the transformation of the dairy sector in France and Germany," Post-Print hal-03832809, HAL.
    2. Yongxi Ma & Lu Zhang & Shixiong Song & Shuao Yu, 2022. "Impacts of Energy Price on Agricultural Production, Energy Consumption, and Carbon Emission in China: A Price Endogenous Partial Equilibrium Model Analysis," Sustainability, MDPI, vol. 14(5), pages 1-14, March.
    3. Christos Tzanidakis & Ouranios Tzamaloukas & Panagiotis Simitzis & Panagiotis Panagakis, 2023. "Precision Livestock Farming Applications (PLF) for Grazing Animals," Agriculture, MDPI, vol. 13(2), pages 1-23, January.
    4. Hanna Huitu & Kim Kaustell & Matti Pastell, 2020. "The effect of storms on Finnish dairy farms: electrical outage statistics and the effect on milk production," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 104(2), pages 1695-1704, November.
    5. Sandhya Dhakal & Simant Rimal & Prashant Paudel & Anil Shrestha, 2023. "Spatio-Temporal Patterns of Livestock Predation by Leopards in Bardia National Park, Nepal," Land, MDPI, vol. 12(6), pages 1-15, May.
    6. Nikolina Kelava Ugarković & Zvonimir Prpić & Ana Kaić & Maja Vidić & Ante Ivanković & Miljenko Konjačić, 2023. "Wolf ( Canis lupus ) Predation in Pastoral Livestock Systems: Case Study in Croatia," Sustainability, MDPI, vol. 15(14), pages 1-17, July.
    7. Li, Man, 2023. "Adaptation to expected and unexpected weather fluctuations: Evidence from Bangladeshi smallholder farmers," World Development, Elsevier, vol. 161(C).
    8. Marie Dervillé & Andrea Fink-Kessler & Aurélie Trouvé, 2023. "Institutions and territorial structuring: the transformation of the dairy sector in France and Germany," Regional Studies, Taylor & Francis Journals, vol. 57(5), pages 893-906, May.
    9. Viet Hoang & Vinh Nguyen, 2023. "Determinants of small farmers' participation in contract farming in developing countries: A study in Vietnam," Agribusiness, John Wiley & Sons, Ltd., vol. 39(3), pages 836-853, July.
    10. Woodhill, Jim & Kishore, Avinash & Njuki, Jemimah & Jones, Kristal & Hasnain, Saher, 2022. "IFAD Research Series 73: Food systems and rural wellbeing: challenges and opportunities," IFAD Research Series 321943, International Fund for Agricultural Development (IFAD).
    11. Hailemariam Gebru & Baba Abdissa & Betelhem Addis & Sisay Alebachew & Abaysew Ayele, 2023. "Selection of conventional preservation technologies using analytical hierarchy process," OPSEARCH, Springer;Operational Research Society of India, vol. 60(1), pages 217-233, March.
    12. Ortiz, Cristhian A. & Avila-Santamaría, Jorge J. & Martinez-Cruz, Adan L., 2023. "Dairy farmers’ willingness to adopt cleaner production practices for water conservation: A discrete choice experiment in Mejia, Ecuador," Agricultural Water Management, Elsevier, vol. 278(C).
    13. Philip Shine & John Upton & Paria Sefeedpari & Michael D. Murphy, 2020. "Energy Consumption on Dairy Farms: A Review of Monitoring, Prediction Modelling, and Analyses," Energies, MDPI, vol. 13(5), pages 1-25, March.
    14. Mohammad Shamsuddoha & Tasnuba Nasir & Niamat Ullah Ibne Hossain, 2023. "A Sustainable Supply Chain Framework for Dairy Farming Operations: A System Dynamics Approach," Sustainability, MDPI, vol. 15(10), pages 1-14, May.
    15. Jim Woodhill & Avinash Kishore & Jemimah Njuki & Kristal Jones & Saher Hasnain, 2022. "Food systems and rural wellbeing: challenges and opportunities," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 14(5), pages 1099-1121, October.
    16. Stavros Kalogiannidis & Christina-Ioanna Papadopoulou & Efstratios Loizou & Fotios Chatzitheodoridis, 2023. "Risk, Vulnerability, and Resilience in Agriculture and Their Impact on Sustainable Rural Economy Development: A Case Study of Greece," Agriculture, MDPI, vol. 13(6), pages 1-20, June.
    17. Meriem Zlaoui & Mohamed Zied Dhraief & Muhi El-Dine Hilali & Boubaker Dhehibi & Mondher Ben Salem & Oussama Jebali & Mourad Rekik, 2023. "Can Small-Scale Dairy Farm Profitability Increase with the Use of Solar Energy Technology? An Experimental Study in Central Tunisia," Energies, MDPI, vol. 16(13), pages 1-21, June.
    18. Emmanuel Abokyi & Kofi Fred Asiedu, 2023. "Measurement of the impact of buffer stock intervention on food security of smallholder farmers in Ghana by means of the nutrient-content household dietary diversity index," Cogent Economics & Finance, Taylor & Francis Journals, vol. 11(1), pages 2215086-221, December.
    19. Lu, Chen-Fu & Cheng, Chia-Yi, 2023. "Exploring the distribution of organic farming: Findings from certified rice in Taiwan," Ecological Economics, Elsevier, vol. 212(C).
    20. Nick Vink, 2012. "The Long-Term Economic Consequences Of Agricultural Marketing Legislation In South Africa," South African Journal of Economics, Economic Society of South Africa, vol. 80(4), pages 553-566, December.
    21. Brittany Bunce, 2020. "Dairy Joint Ventures in South Africa’s Land and Agrarian Reform Programme: Who Benefits?," Land, MDPI, vol. 9(9), pages 1-21, September.
    22. Geza, W. & Ngidi, M. S. C. & Slotow, R. & Mabhaudhi, Tafadzwanashe, 2022. "The dynamics of youth employment and empowerment in agriculture and rural development in South Africa: a scoping review," Papers published in Journals (Open Access), International Water Management Institute, pages 1-14(9):504.
    23. Charles Samuel Mutengwa & Pearson Mnkeni & Aleck Kondwakwenda, 2023. "Climate-Smart Agriculture and Food Security in Southern Africa: A Review of the Vulnerability of Smallholder Agriculture and Food Security to Climate Change," Sustainability, MDPI, vol. 15(4), pages 1-13, February.
    24. Nhan Quoc Tran & Thong Van Ngo & Nay Van Nguyen & Thanh Ngoc Duong & Can Duy Nguyen & Tu Duong Quach & De Van Le, 2022. "Impact of New-Type Agricultural Cooperatives on Profitability of Rice Farms: Evidence from Vietnam’s Mekong River Delta," Economies, MDPI, vol. 10(12), pages 1-15, December.
    25. Wendy Geza & Mjabuliseni Simon Cloapas Ngidi & Rob Slotow & Tafadzwanashe Mabhaudhi, 2022. "The Dynamics of Youth Employment and Empowerment in Agriculture and Rural Development in South Africa: A Scoping Review," Sustainability, MDPI, vol. 14(9), pages 1-20, April.
    26. Franklin Obeng-Odoom, 2023. "Rethinking Development Economics: Problems and Prospects of Georgist Political Economy," Review of Political Economy, Taylor & Francis Journals, vol. 35(1), pages 316-333, January.
    27. Nan Zhao & Dehong Lv, 2023. "Can Joining the Agricultural Industry Chain Alleviate the Problem of Credit Rationing for Farmers?," Agriculture, MDPI, vol. 13(7), pages 1-28, July.
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